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Ahead of AI

Sebastian Raschka, PhD
Thousands of paid subscribers

Ahead of AI focuses on machine learning and AI research and is read by more than 150,000 researchers and practitioners who want to stay ahead in a rapidly evolving field.

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Substack
PricingFreemiumPublishesWeekly
Issues69Founded4 years agoLast Issuea month ago
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Latest Issues

My Workflow for Understanding LLM Architectures

A learning-oriented workflow for understanding new open-weight model releases

Many people asked me over the past months to share my workflow for how I come up with the LLM architecture sketches and drawings in my articles, talks, and the L...

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Components of A Coding Agent

In this article, I want to cover the overall design of coding agents and agent harnesses: what they are, how they work, and how the different pieces fit together in practice. Readers of my Build a Large Language Model (From Scratch) and Bui...

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A Visual Guide to Attention Variants in Modern LLMs

I had originally planned to write about DeepSeek V4. Since it still hasn’t been released, I used the time to work on something that had been on my list for a while, namely, collecting, organizing, and refining the different LLM architecture...

2 months ago
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A Dream of Spring for Open-Weight LLMs: 10 Architectures from Jan-Feb 2026

If you have struggled a bit to keep up with open-weight model releases this month, this article should catch you up on the main themes.

In this article, I will walk you through the ten main releases in chronological order, with a focus on...

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Categories of Inference-Time Scaling for Improved LLM Reasoning

And an Overview of Recent Inference-Scaling Papers

Inference scaling has become one of the most effective ways to improve answer quality and accuracy in deployed LLMs.

4 months ago
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  • Sebastian Raschka, PhD

    I'm an LLM research engineer 10+ years of experience in artificial intelligence. My expertise lies in AI & LLM research focusing on code-driven implementations. I am also the author of "Build a Large Language Model From Scratch" (amzn.to/4fqvn0D).

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